A new paper by Damon McMillan delves into ‚Structured Context Engineering for File-Native Agentic Systems,‘ addressing challenging LLM context tasks. The research uses SQL generation as a proxy for programmatic agent operations, specifically focusing on large SQL schemas with up to 10,000 tables across various models and file formats.
Source: Simon Willison